Neural network applications in control [ Livre] / George, Irwin ; Kevin, Warwich

Auteur principal: Irwin, GeorgeLangue: Anglais ; de l'oeuvre originale, Anglais.Publication : IEEE PRESS, 1995, LondonDescription : XIV-295 p.ISBN: 0852968523.Collection: IEE control engineering series, 53Classification: I Intelligence artificielle, Machine Learning et Data ScienceRésumé: Neural networks are an exciting technology of growing importance in real industrial situations, particularly in control and systems. This book aims to give a detailed appreciation of the use of neural nets in these applications; it is aimed particularly at those with a control or systems background who wish to gain an insight into the technology in the context of real applications. The book introduces a wide variety of network types, including Kohenen nets, n-tuple nets and radial basis function networks, as well as the more usual multi-layer perception back-propagation networks. It begins by describing the basic principles and some essential design features, then goes on to examine in depth several application studies illustrating a range of advanced approaches to the topic..Sujet - Nom commun: Réseaux neuronaux (informatique) | Commande automatique
Current location Call number Status Notes Date due Barcode
ENS Rennes - Bibliothèque
Informatique
I IRW (Browse shelf) Available I Intelligence artificielle, Machine Learning et Data Science 00003064

Neural networks are an exciting technology of growing importance in real industrial situations, particularly in control and systems. This book aims to give a detailed appreciation of the use of neural nets in these applications; it is aimed particularly at those with a control or systems background who wish to gain an insight into the technology in the context of real applications.

The book introduces a wide variety of network types, including Kohenen nets, n-tuple nets and radial basis function networks, as well as the more usual multi-layer perception back-propagation networks. It begins by describing the basic principles and some essential design features, then goes on to examine in depth several application studies illustrating a range of advanced approaches to the topic.

Powered by Koha